Claude

一年前，我们正式推出了Claude Code。这个最初作为内部项目诞生的、在终端中运行的智能编码工具，如今已被全球的开发者与组织广泛使用。 Claude Code负责人Boris Cherny与产品负责人Cat Wu共同回顾了Claude Code的第一年：从一个仅获两种反应的Slack演示，到工程团队将其部署至整个代码库。他们探讨了验证的最佳实践、自动模式背后的思考、各自钟爱的日常流程与循环、Claude Code在工程领域之外的采用、上下文极简主义的兴起，以及如何为AI指数级增长进行构建。 0:00 - Claude Code的起源与演进 1:10 - 如何让Claude擅长验证 3:14 - 角色融合：超越工程师的Claude Code 4:48 - 利用日常流程进行持续集成、代码审查等 6:43 - Boris钟爱的功能：自动模式 8:10 - 保护自动模式：红队测试与评估 10:24 - 为何循环是下一个飞跃 11:06 - 工程组织与职责如何变化 13:30 - 未来属于产品还是工程？ 14:20 - 与数百个智能体协作：使用代理视图、语音模式与远程控制 16:05 - 从上下文工程到上下文极简主义 17:17 - Claude Code的下一个发展方向 了解更多关于Claude Code的内容：https://code.claude.com/docs/en/overview 关注X上的@ClaudeDevs，获取Claude Code团队的产品更新与最佳实践：https://x.com/ClaudeDevs

Most docs at work are shared, so Claude Docs is built for a team. Claude works in the doc alongside everyone: it pulls the numbers, checks your claims, and picks up questions in the comments. Doug, a product engineer at Anthropic, shares how he uses it for standups and launch reviews. Create a doc with Claude: https://claude.ai/artifacts Read the announcement: https://claude.com/blog/cowork-is-now-claude

Claude Duet is a new app where Claude messages you first, and only when something needs you. Each morning it sends a short brief on your top priorities. Hand it a bigger job by voice note, put your phone down, and it keeps working. Before it sends, pays, or signs anything, it waits for your okay. It's an early research preview and we're still learning. What do you want to know about how it works? Join the waitlist on Pro and Max plans in the US: https://claude.com/ claude-duet

Factory is bringing autonomy to software engineering with Droids, AI coding agents that handle enterprise work. In this conversation, Co-founder and CEO Matan Grinberg sits down with Anthropic's Kai Gill to talk about his journey founding Factory, how Claude's frontier models handle long-horizon tasks across large codebases so teams can trust agent plans with less oversight, and what it will take to build a fully autonomous "dark factory" for software. Read the full story: http://claude.com/customers/factory Chapters: 0:00 Intro 0:19 From string theory to founding Factory 1:48 The mission: autonomy for software engineering 2:22 Lessons from being too early 2:58 Droids and the "dark factory" 4:09 A COBOL modernization with 90% less human effort 4:58 When Droids need frontier models 5:29 What Opus unlocks: less human oversight 6:31 Shipping 300 things and rethinking what matters 7:11 The Anthropic partnership 8:12 What's blocking the dark factory 9:31 Advice for would-be founders

Claude Duet is a new app where Claude comes to you with what needs your attention and keeps working after you put your phone down. It decides what needs you and what can wait, and checks with you before it acts on your behalf. The research preview is open by waitlist to Pro and Max subscribers in the US. Join the waitlist: https://claude.com/claude-duet Read more: https://claude.com/resources/articles/claude-duet

Most docs at work are shared, so Claude Docs is built for a team. Claude works in the doc alongside everyone: it pulls the numbers, checks your claims, and picks up questions in the comments. Doug, a product engineer at Anthropic, shares how he uses it for standups and launch reviews. Create a doc with Claude: https://claude.ai/artifacts Read the announcement: https://claude.com/blog/cowork-is-now-claude

Claude Dashboards and Claude Motion are in beta today. Ask Claude to turn your data into live dashboards and your ideas into animated explainers. Claude Dashboards connects to your data platform or CRM and builds dashboards that update as your data changes. In beta on all paid plans. Claude Motion turns a report or a chart into a short animated explainer for your next all-hands or board deck. Claude writes each one as code, with no video model involved, so you can change any word, number, or timing, then export an MP4 or open it in your video editor. In beta on Team and Enterprise plans. And starting today, Claude Docs, Claude Slides, and Claude Design are out of beta and available on every plan including Free. Read more: https://claude.com/blog/dashboards-and-motion

A cloud session in Claude Code runs in its own virtual machine in the cloud, not on your computer. It keeps going while you're away, you can start one from your phone, and you can run several in parallel. Learn when to use one, how to connect GitHub, set up an environment, start a session, and review the work. Cloud sessions are available on Pro, Max and Team plans, and for Enterprise users with premium seats or Chat + Claude Code seats. They count toward your plan's limits alongside your local sessions, with no separate compute charge. Docs: https://code.claude.com/docs/en/claude-code-on-the-web Blog: https://claude.dev/blog/claude-code-in-the-cloud/

A cloud session in Claude Code runs in its own virtual machine in the cloud, not on your computer. It keeps going while you're away, you can start one from your phone, and you can run several in parallel. Learn when to use one, how to connect GitHub, set up an environment, start a session, and review the work. Cloud sessions are available on Pro, Max and Team plans, and for Enterprise users with premium seats or Chat + Claude Code seats. They count toward your plan's limits alongside your local sessions, with no separate compute charge. Docs: https://code.claude.com/docs/en/claude-code-on-the-web Blog: https://claude.dev/blog/claude-code-in-the-cloud/ Chapters 0:00 Intro 0:18 What is a cloud session? 0:41 When to use one 1:09 Connecting GitHub 1:39 How environments work 2:31 Starting a session 2:50 From your phone 3:19 Reviewing the work

A project in Claude Code is one ongoing conversation where Claude coordinates the work for you, running each task as its own thread in parallel. Learn how to set up a project, steer threads, review pull requests, create artifacts, and schedule a routine. Projects are in beta and rolling out gradually to Pro and Max plans. Join the waitlist to get earlier access: https://claude.com/form/projects Docs: https://code.claude.com/docs/en/claude-projects Announcement: https://claude.com/blog/projects-redesigned Chapters 0:00 Intro 0:20 What is a project? 0:44 When to use a project? 0:58 Setting up a new project 1:22 The main conversation 1:51 Working with threads 2:04 Reviewing pull requests 2:28 Creating artifacts 2:57 Connecting to external services 3:17 Tips from the Claude Code team

Claude Dashboards and Claude Motion are in beta today. Ask Claude to turn your data into live dashboards and your ideas into animated explainers. Claude Dashboards connects to your data platform or CRM and builds dashboards that update as your data changes. In beta on all paid plans. Claude Motion turns a report or a chart into a short animated explainer for your next all-hands or board deck. Claude writes each one as code, with no video model involved, so you can change any word, number, or timing, then export an MP4 or open it in your video editor. In beta on Team and Enterprise plans. And starting today, Claude Docs, Claude Slides, and Claude Design are out of beta and available on every plan including Free. Read more: https://claude.com/blog/dashboards-and-motion

Shopify's CTO on how Shopify uses Claude: unlimited tokens for everyone, always the largest model, and a digital twin of the company. In this conversation with Boris, Shopify's CTO explains why the real value of working with Claude is in building things that weren't possible before. He describes solving a problem he'd worked on for seven years, how Shopify built a digital twin of the company, and the unique barbell strategy he recommends for getting the most out of Claude. Have a question? Let us know in the comments. Learn more about Claude Code: https://claude.com/claude-code Chapters 0:00 How Shopify's CTO raises the ceiling with Claude 2:07 Measuring AI ROI and engineering productivity 3:32 Why Shopify gives every engineer unlimited tokens 4:42 Building a digital twin to predict merchant growth 7:28 AI for managing engineering teams 9:41 Advice for CTOs: the barbell token strategy

Chat and Cowork are now one Claude, and September's updates add docs, decks, and designs to any conversation. Work now runs in the cloud so it keeps going after you close your laptop, Claude Docs lets your team edit in the same doc as Claude, and the new Claude 5.5 models power it all. Opus 5.5 for the heavy lifting, Sonnet 5.5 for quick rounds of edits. And, if you already know the format you want, type /slides, /docs, or /designs to skip straight to it. Which release are you enjoying most? We would love to hear from you. Learn more: https://claude.com

Chat and Cowork are now one Claude, and September's updates add docs, decks, and designs to any conversation. Work now runs in the cloud so it keeps going after you close your laptop, Claude Docs lets your team edit in the same doc as Claude, and the new Claude 5.5 models power it all. Opus 5.5 for the heavy lifting, Sonnet 5.5 for quick rounds of edits. And, if you already know the format you want, type /slides, /docs, or /designs to skip straight to it. Which release are you enjoying most? We would love to hear from you. Learn more: https://claude.com

Katelyn Lesse, Head of Platform Engineering at Anthropic sat down with Dan Shipper, Co-Founder and CEO at Every and Willie Williams, Head of Platform at Every to talk about the Every Agent, the AI coworker they built on Claude Managed Agents. They discuss how knowledge work is changing, testing new AI models on their own day-to-day work, agent security, and why they built on Claude Managed Agents. Learn more about Claude Managed Agents: https://platform.claude.com/docs/en/managed-agents/overview

Claude works inside Google Docs, Sheets, and Slides, and one install covers all three. Claude reads the file you have open and edits it in place, using the connectors and skills you already use in Claude. Claude for Google Workspace is in beta on all paid Claude plans. Try it today: https://claude.com/claude-for-google-workspace

Claude Code now supports mods: functions you write that change what Claude Code renders, what goes into a prompt, and what tool calls it makes. Lydia from Anthropic shows three she built. A live context breakdown, an agent side pane, and hover-to-reveal email addresses, then builds the email one from scratch. Learn more about mods: https://claude.dev/blog/getting-started-with-claude-code-mods/

Newer models can take on bigger tasks than most people are used to giving them. Three habits that could be holding Opus 5.5 and Sonnet 5.5 back, and what to do instead.

Nate, a designer at Anthropic, uses Claude design in Claude Code to take his side project's onboarding from rough idea to working prototype. He connects his repo, opens the Artifacts tab, and asks Claude for design options. Then leaves comments on what's working, fixes details himself in the editor, and asks for a click-through prototype before telling Claude to build it. A quick design process like this fits anywhere you'd normally skip straight to code. Design with Claude: https://claude.ai/artifacts Read the announcement: https://claude.com/blog/cowork-is-now-claude

Nate, a designer at Anthropic, uses Claude design in Claude Code to take his side project's onboarding from rough idea to working prototype. He connects his repo, opens the Artifacts tab, and asks Claude for design options. Then leaves comments on what's working, fixes details himself in the editor, and asks for a click-through prototype before telling Claude to build it. A quick design process like this fits anywhere you'd normally skip straight to code. Design with Claude: https://claude.ai/artifacts Read the announcement: https://claude.com/blog/cowork-is-now-claude

从语音备忘录开始，用Claude制作幻灯片。Anthropic的设计师Nate在散步时讨论一个想法，然后将其转化为演示文稿。 Nate没有盯着空白幻灯片，而是在手机上录制一段杂乱的语音备忘录，说出他想表达的一切。然后他与Claude合作，将这种思考塑造成演示文稿，花更少的时间在格式上，更多的时间在想法本身（同时还能呼吸新鲜空气）。 用Claude创建演示文稿：https://claude.ai/artifacts 阅读公告：https://claude.com/blog/cowork-is-now-claude

从语音备忘录开始，用Claude制作幻灯片。Anthropic的设计师Nate在散步时讨论一个想法，然后将其转化为演示文稿。 Nate没有盯着空白幻灯片，而是在手机上录制一段杂乱的语音备忘录，说出他想表达的一切。然后他与Claude合作，将这种思考塑造成演示文稿，花更少的时间在格式上，更多的时间在想法本身（同时还能呼吸新鲜空气）。 用Claude创建演示文稿：https://claude.ai/artifacts 阅读公告：https://claude.com/blog/cowork-is-now-claude

将Claude添加到团队工作空间（如Slack）的频道中，它就能实时跟上整个团队的进度。无需再在Claude聊天窗口之间来回切换，也无需复制粘贴来为Claude提供所需的所有上下文。有了Claude Tag，它已经在你的团队工作空间中随时跟进。 Claude学院 → https://claude.com/learn

Claude Sonnet 5.5的运行速度比Sonnet 5快30%以上，写作更清晰，非常适合在您最常做的事情上进行快速来回交流。 Claude Opus 5.5专为需要谨慎判断的复杂工作而构建，而Sonnet 5.5在范围明确的日常任务、修复错误以及创建精美的文档、幻灯片和电子表格方面最为强大。它还具有出色的设计眼光。 Sonnet 5.5今天已全面可用，Claude Haiku 5.5将在未来几周内加入家族。更多信息请访问 https://www.anthropic.com/claude-sonnet-5-5

Claude Sonnet 5.5的运行速度比Sonnet 5快30%以上，写作更清晰，非常适合在您最常做的事情上进行快速来回交流。 Claude Opus 5.5专为需要谨慎判断的复杂工作而构建，而Sonnet 5.5在范围明确的日常任务、修复错误以及创建精美的文档、幻灯片和电子表格方面最为强大。它还具有出色的设计眼光。 Sonnet 5.5今天已全面可用，Claude Haiku 5.5将在未来几周内加入家族。 更多信息请访问 https://www.anthropic.com/claude-sonnet-5-5

Claude Code 已经会运行你的测试、类型检查和代码检查。本视频展示了如何为它提供更多验证自身工作的方法，让它能更自主地推进，减少来回沟通的轮次。 了解更多： https://code.claude.com/docs/en/skills#run-and-verify-your-app https://code.claude.com/docs/en/best-practices#give-claude-a-way-to-verify-its-work 章节 0:00 交接你的手动检查 1:01 将你的检查编写为代码 1:49 验证循环

Stripe CEO Patrick Collison 与 Boris 聊了聊 Stripe 如何使用 Claude Code 进行开发。 如今 Stripe 约 36% 的 pull request 以提示（prompt）开始，由 Claude Code 在隔离的开发机中完成工作。Patrick 解释了 Stripe 如何保持五个半九的可靠性，一位工程师如何在六个月内合并了 600 个 AI 编写的 pull request 且仅回退过一次，以及他为什么预期 AI 会提升 Stripe 代码的质量。 有问题？欢迎在评论区告诉我们。 了解更多关于 Claude Code：https://claude.com/claude-code 章节 0:00 Claude 驱动的天气模型和一次性开发机 2:11 600 个 AI 编写的 pull request、Minions、一次回退 4:23 AI 护栏作为基础设施 6:34 Stripe Projects 与 Claude Code 9:10 AI 代码质量：每个代码库都是一个提示 10:44 Claude Code 计划模式和 10 个并行开发机 13:06 Stripe 数据：AI 让新创业公司增长 2 倍 16:33 AI 代理如何在 Stripe 上互相支付

一探国际救援委员会（International Rescue Committee）在尼日利亚对抗儿童营养不良的工作，以及 Claude 如何为此提供帮助。

Opus 5.5 比 Opus 5 更快，更擅长说明它做了什么，而且每个 token 成本降低 20%。在 Pro、Max 和 Team 套餐中，你的使用额度可多用 25%。这就是它在日常 Claude Code 工作中的表现：同一个 bug 的并排修复对比、每个模型对你的使用额度的影响，以及什么时候中等强度就足够了。 更多信息请访问 https://anthropic.com/claude-opus-5-5